Off-Grid Chirp-Rate Estimation for LFM Signals Based on Dynamic Dictionary

Yue Ma*, Yan Liu, Qing Shen

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Under the compressive sensing (CS) framework, a chirp-rate estimation method for multi-component linear frequency modulation (LFM) signals in the off-grid case is proposed, where the chirp-rates and the corresponding off-grid bias terms are estimated separately for complexity reduction. Then, an iterative off-grid chirp-rate estimation method based on dynamic dictionary is presented, where the estimated chirp-rates are iteratively employed to generate the extremely sparse dictionary. Improved estimation accuracy is achieved by alleviating the offgrid approximation error gradually, and the complexity caused by the iterations is limited due to the small number of parameters to be optimized (equal to the number of signals).

源语言英语
主期刊名2023 6th International Conference on Electronics Technology, ICET 2023
出版商Institute of Electrical and Electronics Engineers Inc.
1340-1344
页数5
ISBN(电子版)9798350337693
DOI
出版状态已出版 - 2023
活动6th International Conference on Electronics Technology, ICET 2023 - Chengdu, 中国
期限: 12 5月 202315 5月 2023

出版系列

姓名2023 6th International Conference on Electronics Technology, ICET 2023

会议

会议6th International Conference on Electronics Technology, ICET 2023
国家/地区中国
Chengdu
时期12/05/2315/05/23

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